---
source: marlvel.ai
type: app_intelligence_section
content_version: "v2"
section_slug: "sentiment"
section_label: "User Sentiment"
section_anchor: "#user-sentiment"
app_name: "How Old Do I Look"
bundle_id: "com.apstech.howolddoyoulooklike.app"
parent_report: "https://marlvel.ai/api/llm/apps/beauty/how-old-do-i-look-1"
canonical_url: "https://marlvel.ai/apps/how-old-do-i-look-1#user-sentiment"
report_date: "2026-08-12"
license: CC-BY-NC-4.0
citation: "Marlvel.ai - How Old Do I Look User Sentiment (section of intelligence report)"
---

## 🟡 User Sentiment (High Confidence: 62 of 99 reviews analyzed) {#user-sentiment}
- **Overall Rating:** 4.03/5
- **Platform Split:** iOS 4.2/5 (509 ratings) | Android 4.0/5 (11.4K ratings)
- **Overall Sentiment:** Mixed

### Top Praises
- **The age estimation and face transformation features provide entertainment value for casual users during short sessions**
- **The free access model allows users to explore core features without immediate payment requirements**

### Top Complaints (Impact Areas)

- **Age and attractiveness estimation algorithms produce inconsistent results based on face shape rather than actual features**

<!-- /section:sentiment -->
<!-- section:swot -->